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Record W4313417063 · doi:10.20998/2079-0775.2022.2.06

DESIGN PARAMETERS AND OPERATION CHARACTERISTICS OF BALL-TYPE SAFETY-OVERRUNNING CLUTCH WITH MODIFIED GROOVES

2022· article· en· W4313417063 on OpenAlexaff
Vladyslav Protsenko, Volodymyr Маlashchenkо

Bibliographic record

VenueBulletin of the National Technical University «KhPI» Series Engineering and CAD · 2022
Typearticle
Languageen
FieldEnergy
TopicMechanical Systems and Engineering
Canadian institutionsHatch (Canada)
Fundersnot available
KeywordsClutchTorqueTorque converterRADIUSInertiaStructural engineeringMoment of inertiaEngineeringControl theory (sociology)Mechanical engineeringPhysicsComputer scienceClassical mechanics

Abstract

fetched live from OpenAlex

The article investigates the force interaction of the elements and operation characteristics of a ball-type safety-overrunning clutch with modified semi-clutch grooves. Grooves modification provided through grooves sides to the semi-couplings radius inclination. Through balls with other clutch parts force interaction consideration, taking into account inertia and friction forces, obtained expressions for calculating of clutch parts loadings, main moments of the clutch: rating, operation beginning and ending. Those make possibility to evaluate main clutch operation characteristics - coefficients of accuracy, sensitivity, and rating torque exceeding. Influence of main design parameters on clutch operation characteristics is studied. Particularly it is shown that grooves to clutch axe inclination angle exerts a great influence on parts load and clutch operation characteristics in overload mode. It is shown that in highly loaded high-speed drives it is advisable to install clutches with inclined to the radius grooves sides. It is shown that from the point of view of increasing clutch operation characteristics, it is more advantageous to make the grooves at smaller angles to the clutch axe. It is established that characteristics of clutch with inclined to the radius grooves sides are not very sensitive to changes in operation rotating frequency. Reducing the balls diameter makes a positive effect on the clutch operation characteristics in overload mode through inertia and friction forces impact decreasing and reducing contact stresses in balls with grooves contact zone. Practically significant ratios for the design and verification calculations of presented clutch parts loads and stresses are obtained. Presented results are useful for engineers dealing with mechanical driving design. Keywords: clutch, torque, overload, gearing, stress, operation accuracy, contact strength, operation characteristics

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.003

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.012
GPT teacher head0.167
Teacher spread0.155 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2022
Admission routes1
Has abstractyes

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